「Deep Learning」FCN - Fully Convolutional Networks
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http://blog.csdn.net/dgyuanshaofeng/article/details/52138242
FCN(全卷积网络)在2015年被提出,然后在深度学习中有很大作为,通常可以分为两类网络:回归网络和分类网络,非常值得研究。可以关注和收集2015、2016年这两年的会议和期刊的论文进行研究。往后会更新相关论文。
文献1[Jifeng Dai et al, 2016]可以被认为是最近这段时间在目标检测领域中最新的研究。它是一个R-CNN与FCN的结合体。
文献2[Jifeng Dai et al, 2016],今天我看着看着,好像是R-FCN的前身,但是并非用于目标检测,而是用于目标分割。
参考文献:
1、R-FCN_Object_Detection_via_Region-based_Fully_Convolutional_Networks(arXiv2016)
paper code
2、Instance-Sensitive_Fully_Convolutional_Networks(arXiv2016)
paper
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